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Ditemukan 3 dari pencarian Anda melalui kata kunci: author="Jiyin Zhang"
cover
Streamlining geoscience data analysis with an LLM-driven workflow
Komentar Bagikan
Xiaogang MaJiyin ZhangXiang QueWenjia LiWeilin ChenChenhao LiCory Clairmont

Large Language Models (LLMs) have made significant advancements in natural language processing and human-like response generation. However, training and fine-tuning an LLM to fit the strict requirements in the scope of academic research, such as geoscience, still requires significant computational resources and human expert alignment to ensure the quality and reliability of the generated conten…

Edisi
Vol.25, February 2025
ISBN/ISSN
2590-1974
Deskripsi Fisik
10 hlm PDF, 6.546 KB
Judul Seri
Applied Computing and Geoscience - Open Access
No. Panggil
551.136
cover
Geological object recognition in legacy maps through data augmentation and tr…
Komentar Bagikan
Xiaogang MaJiyin ZhangWenjia LiWeilin ChenChenhao Li

Maps are crucial tools in geosciences, providing detailed representations of the spatial distribution and relationships among geological features. Accurate recognition and classification of geological objects within these maps are essential for applications in resource exploration, environmental management, and geological hazard assessment. Along the years, many legacy geological maps have been…

Edisi
Vol.25, February 2025
ISBN/ISSN
2590-1974
Deskripsi Fisik
8 hlm PDF, 4.999 KB
Judul Seri
Applied Computing and Geoscience - Open Access
No. Panggil
551.136
cover
Using a 3D heat map to explore the diverse correlations among elements and mi…
Komentar Bagikan
Xiaogang MaShaunna M. MorrisonRobert M. HazenJiyin ZhangXiang QueBhuwan MadhikarmiJolyon RalphAnirudh Prabhu

This paper presents an enhanced 3D heat map for exploratory data analysis (EDA) of open mineral data, addressing the challenges caused by rapidly evolving datasets and ensuring scientifically meaningful data exploration. The Mindat website, a crowd-sourced database of mineral species, provides a constantly updated open data source via its newly established application programming interface (API…

Edisi
Vol.21, March 2024
ISBN/ISSN
2590-1974
Deskripsi Fisik
10 hlm PDF, 5.984 KB
Judul Seri
Applied Computing and Geoscience - Open Access
No. Panggil
551.136